AI Cloud Data Pulse
@AICloudData
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Exploring the frontiers of AI and Big Data. Insights, guides, and trends from https://t.co/sQ48Y8SgwD. #AI #BigData #DataAnalytics
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Joined January 2025
π Full breakdown with examples + when add-ons earn their keep: https://t.co/2c8JpRYhBi
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β¦ Cost control = engineering discipline. Fix noisy workloads Filter low-value findings Scope GuardDuty to the accounts that matter
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β¦ Add-ons matter. S3 Protection + EKS Runtime Monitoring Useful β but only for high-value workloads. Enable selectively.
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β¦ DNS is the hidden source of noise. Microservices + service discovery = constant queries Chatty workloads = inflated GuardDuty spend
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β¦ CloudTrail is the silent cost multiplier. CI/CD bursts Automation loops Misconfigured scripts Federated access patterns All create massive API spikes.
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β¦ Itβs not findings β itβs ingestion. GuardDuty bills based on: β VPC Flow Logs analyzed β CloudTrail event volume β DNS query traffic High-volume environments = high bills.
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π‘ GuardDuty pricing explained (thread) Most teams overspend because they misunderstand where the costs actually come from. Letβs break down the real drivers. π§΅π
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π₯ GuardDuty pricing isnβt as simple as it looks. Most teams think findings drive the billβ¦ but itβs actually log ingestion doing the heavy lifting. β€ VPC Flow Logs β€ CloudTrail bursts β€ DNS chatter β€ Add-on modules I just published a breakdown on the real cost drivers. π
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When managing AWS CloudTrail logs, which is your top priority? β Encryption & Key Management β Cost Optimization β Querying & Analytics β Compliance & Retention Comment if you handle all four π #AWS #CloudTrail #CloudSecurity #AICDP
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High-cardinality dimensions donβt just clutter dashboards β they multiply your CloudWatch bill. Hereβs a simple visual showing bad vs good dimension patterns π (attach infographic) Full breakdown: π https://t.co/8vdAZZnUqB β¦ Which dimension mistake have you run into the
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Full article with diagrams + best practices: https://t.co/NaIrurVuQb
aiclouddatapulse.com
Explore AWS GuardDuty best practices for smarter threat detection, effective findings management, and stronger AWS cloud security.
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β Integrate with Security Hub + Detective for correlation + investigation at scale.
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β Automate response with EventBridge + Lambda to cut reaction time dramatically.
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β Turn on Malware Protection β EBS volumes and containers are high-risk surfaces.
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β Enable every data source: CloudTrail, VPC Flow Logs, DNS, EKS Audit/Runtime, and S3 protection.
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β Multi-account setup is essential β GuardDuty must be centralized and enforced across all org accounts.
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π New blog post: AWS GuardDuty Best Practices Hereβs what matters most when securing real AWS environments β¬οΈ
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π₯ AWS GuardDuty isnβt just a βnice to haveββitβs the backbone of real cloud threat detection. Today I break down how to configure it properly for multi-account, multi-region environments. Read the full deep dive β¬οΈ https://t.co/NaIrurVuQb
#AWS #GuardDuty #AWSSecurity
aiclouddatapulse.com
Explore AWS GuardDuty best practices for smarter threat detection, effective findings management, and stronger AWS cloud security.
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ee how AWS CloudTrail integrates with S3, KMS, CloudWatch, and Athena for complete visibility π π CloudTrail β S3 β KMS β CloudWatch β Security Hub β Athena Full deep dive π π https://t.co/FasfPF36dY
#AWS #CloudTrail #S3 #Athena #SecurityArchitecture #AICDP
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